Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| @Are_Ohh_Bee bitch you up and joined the fucking army and those of us around this bitch was like "where the fuck rob go to the fuckin army?" | Mixed | Abusive | User Added |
| @Are_Ohh_Bee bitch see you then then bitch. And good luck to you. | Mixed | Abusive | User Added |
| @Arctic_Nation yeah, these bitches aint shit tho | Mixed | Abusive | User Added |
| @ArcticFox2016 everybody mocks Obama .Hes an embarrassment to the USA. | Mixed | Safe | User Added |
| @Arbogucci guys not supposed to get their ass sucked queer | Mixed | Hate Speech | User Added |
| @Aram2432 I have class nig | Mixed | Abusive | User Added |
| @Aram2432 @Marco_Spatula who invited this fag? | Mixed | Abusive | User Added |
| @AppleciderPapi @OGBEARD @godIevel nah u just a fag | Mixed | Abusive | User Added |
| @ApevonTarskin fuck u ugly ass bitch | Mixed | Abusive | User Added |
| @ApevonTarskin WHAT? Smdh another bitch | Mixed | Abusive | User Added |
| @Ants_SNEweather Well you got to see pom-pom Pete | Mixed | Safe | User Added |
| @AntonioFrench The "You’re going 2have 2 KILL crackers & their babies” New Black Panthers #CredibilityShot #FergusonRiot #Justice4MikeBrown | Mixed | Hate Speech | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph